Player tracking data in sports
SA Kovalchik - Annual Review of Statistics and Its Application, 2023 - annualreviews.org
There has been rapid growth in the collection of player tracking data in recent years. These
data, providing spatiotemporal locations of players and ball at high resolution, have spurred …
data, providing spatiotemporal locations of players and ball at high resolution, have spurred …
Soccernet-v2: A dataset and benchmarks for holistic understanding of broadcast soccer videos
Understanding broadcast videos is a challenging task in computer vision, as it requires
generic reasoning capabilities to appreciate the content offered by the video editing. In this …
generic reasoning capabilities to appreciate the content offered by the video editing. In this …
SoccerNet-Depth: a scalable dataset for monocular depth estimation in sports videos
A Leduc, A Cioppa, S Giancola… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Monocular Depth Estimation (MDE) is fundamental in sports video understanding
enhancing augmented graphics scene understanding and game state reconstruction …
enhancing augmented graphics scene understanding and game state reconstruction …
Beyond the Premier: Assessing action spotting transfer capability across diverse domains
Football stands as one of the most successful sports in history thanks to the plethora of
professional leagues broadcasted worldwide followed by avid fans further fueled by the …
professional leagues broadcasted worldwide followed by avid fans further fueled by the …
Scaling up SoccerNet with multi-view spatial localization and re-identification
Soccer videos are a rich playground for computer vision, involving many elements, such as
players, lines, and specific objects. Hence, to capture the richness of this sport and allow for …
players, lines, and specific objects. Hence, to capture the richness of this sport and allow for …
SoccerNet game state reconstruction: End-to-end athlete tracking and identification on a minimap
Tracking and identifying athletes on the pitch holds a central role in collecting essential
insights from the game such as estimating the total distance covered by players or …
insights from the game such as estimating the total distance covered by players or …
SoccerNet-caption: Dense video captioning for soccer broadcasts commentaries
Soccer is more than just a game-it is a passion that transcends borders and unites people
worldwide. From the roar of the crowds to the excitement of the commentators, every …
worldwide. From the roar of the crowds to the excitement of the commentators, every …
VARS: Video assistant referee system for automated soccer decision making from multiple views
Abstract The Video Assistant Referee (VAR) has revolutionized association football,
enabling referees to review incidents on the pitch, make informed decisions, and ensure …
enabling referees to review incidents on the pitch, make informed decisions, and ensure …
Camera calibration and player localization in soccernet-v2 and investigation of their representations for action spotting
Soccer broadcast video understanding has been drawing a lot of attention in recent years
within data scientists and industrial companies. This is mainly due to the lucrative potential …
within data scientists and industrial companies. This is mainly due to the lucrative potential …
A context-aware loss function for action spotting in soccer videos
In video understanding, action spotting consists in temporally localizing human-induced
events annotated with single timestamps. In this paper, we propose a novel loss function that …
events annotated with single timestamps. In this paper, we propose a novel loss function that …